Search Results - "Valente, Juan P."

Classification of auditory brainstem responses through symbolic pattern discovery by Molina, Marco E, Perez, Aurora, Valente, Juan P

“…Highlights • We propose a method to support diagnosis in domains with time series data. • Temporal abstraction is used to capture relevant domain concepts in…”
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Combining expert knowledge and data mining in a medical diagnosis domain by Alonso, Fernando, Caraça-Valente, Juan P, González, Angel L, Montes, César

“…The medical diagnosis system described here uses underlying knowledge in the isokinetic domain, obtained by combining the expertise of a physician specialised…”
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Cooperation between expert knowledge and data mining discovered knowledge: Lessons learned by Alonso, Fernando, Martínez, Loïc, Pérez, Aurora, Valente, Juan P.

“…► Expert knowledge (EK) and knowledge discovered by data mining (DMK) can be combined to improve an ES. ► Lessons learned in a long-term project exploiting…”
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A general framework for time series data mining based on event analysis: Application to the medical domains of electroencephalography and stabilometry by Lara, Juan A., Lizcano, David, Pérez, Aurora, Valente, Juan P.

“…•There is a need for techniques for data mining in medical time series with events.•Interpretability is a key factor for data mining models in medicine.•The…”
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Knowledge-based systems' validation: when to stop running test cases by CARAÇA-VALENTE, JUAN P., MORANT, JOSÉ L., GONZÁLEZ, LUIS, PAZOS, J.

“…One of the unsettled problems in knowledge engineering and, particularly, in the field of validation is to determine when the validation process of a…”
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Comparing Posturographic Time Series through Events Detection by Lara, J.A., Moreno, G., Perez, A., Valente, J.P., Lopez-Illescas, A.

“…The comparison of two time series and the extraction of subsequences that are common to the two is a complex data mining problem. Many existing techniques,…”
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Discovering Similar Patterns for Characterizing Time Series in a Medical Domain by Alonso, Fernando, Cara a-Valente, Juan P., Mart nez, Lo c, Montes, C sar

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Discovering similar patterns for characterising time series in a medical domain by Alonso, F., Caraca-Valente, J.P., Martinez, L., Montes, C.

“…In this article, we describe the process of discovering similar patterns in time series and creating reference models for population groups in a medical…”
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